Can anybody share any library or package in python to detect communities and implement influence maximization algorithms.
Dear Shano Solanki
These codes might help, have a look:
1. https://github.com/topics/influence-maximization
2. https://github.com/zhfkt/ComplexCi
3. https://github.com/nd7141/influence-maximization/blob/master/LT/LDAG.py
4. https://github.com/stellargraph/stellargraph
Kind Regards
Qamar Ul Islam
Dear Shano,
have a look at this article : https://appliednetsci.springeropen.com/track/pdf/10.1007/s41109-019-0165-9.pdf
this article aims to introduce CDLIB, describing its main features, and placing it among other tools already available to social network analysis practitioners.
Hi Shano Solanki ,
I think a good way would be to start off with networkX for community detection:
https://memgraph.com/blog/community_detection-algorithms_with_python_networkx
and
https://networkx.org/documentation/stable/reference/algorithms/community.html
Influence estimation ism however, somewhat tricky in Python. I particularly like the Key Player algorithm, Borgatti proposed herefor but since I did not come across a smooth implemetation of it in Python (here is an attempt for the positive version of KPP https://stats.stackexchange.com/questions/121645/borgatti-key-player-problem-kpp-in-python), I tend to switch over to UCINET for it.
Good luck with you project!
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